models Package

Classes

AlignPolicy

AlignPolicy.

AnomalyDetectorError

Error information returned by the API.

AnomalyInterpretation

AnomalyInterpretation.

AnomalyState

AnomalyState.

All required parameters must be populated in order to send to Azure.

AnomalyValue

AnomalyValue.

All required parameters must be populated in order to send to Azure.

ChangePointDetectRequest

The request of change point detection.

All required parameters must be populated in order to send to Azure.

ChangePointDetectResponse

The response of change point detection.

Variables are only populated by the server, and will be ignored when sending a request.

CorrelationChanges

CorrelationChanges.

DetectRequest

The request of entire or last anomaly detection.

All required parameters must be populated in order to send to Azure.

DetectionRequest

Detection request.

All required parameters must be populated in order to send to Azure.

DetectionResult

Response of the given resultId.

All required parameters must be populated in order to send to Azure.

DetectionResultSummary

DetectionResultSummary.

All required parameters must be populated in order to send to Azure.

DiagnosticsInfo

DiagnosticsInfo.

EntireDetectResponse

The response of entire anomaly detection.

All required parameters must be populated in order to send to Azure.

ErrorResponse

ErrorResponse.

All required parameters must be populated in order to send to Azure.

LastDetectResponse

The response of last anomaly detection.

All required parameters must be populated in order to send to Azure.

LastDetectionRequest

LastDetectionRequest.

All required parameters must be populated in order to send to Azure.

LastDetectionResult

LastDetectionResult.

Model

Response of getting a model.

All required parameters must be populated in order to send to Azure.

ModelInfo

Train result of a model including status, errors and diagnose info for model and variables.

Variables are only populated by the server, and will be ignored when sending a request.

All required parameters must be populated in order to send to Azure.

ModelList

Response of listing models.

All required parameters must be populated in order to send to Azure.

ModelSnapshot

ModelSnapshot.

Variables are only populated by the server, and will be ignored when sending a request.

All required parameters must be populated in order to send to Azure.

ModelState

ModelState.

TimeSeriesPoint

The definition of input timeseries points.

All required parameters must be populated in order to send to Azure.

VariableState

VariableState.

VariableValues

VariableValues.

All required parameters must be populated in order to send to Azure.

Enums

AlignMode

An optional field, indicating how we align different variables to the same time-range. Either Inner or Outer.

AnomalyDetectorErrorCodes

The error code.

DetectionStatus

Status of detection results. One of CREATED, RUNNING, READY, and FAILED.

FillNAMethod

An optional field, indicating how missing values will be filled. One of Previous, Subsequent, Linear, Zero, Fixed, and NotFill. Cannot be set to NotFill, when the alignMode is Outer.

ImputeMode

Define the impute method, can be one of auto, previous, linear, fixed, zero, notFill.

ModelStatus

Model training status.

TimeGranularity

Optional argument, can be one of yearly, monthly, weekly, daily, hourly, minutely, secondly, microsecond or none. If granularity is not present, it will be none by default. If granularity is none, the timestamp property in time series point can be absent.